A centroid-based approach for solving linear programming problems with Interval Type-2 Fuzzy technological coefficients

Juan Carlos Figueroa-Garcia, German Hernandez-Perez

Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 1 Citations

Abstract

This paper presents a proposal for solving linear programming problems whose technological parameters are defined by multiple experts using Interval Type-2 Fuzzy numbers. To reduce the complexity of solving this kind of problems, we propose to use the centroids of the technological parameters and then solve the resultant interval optimization problem. We also compare the results of our proposal to some previous results to see how different/similar both are.

LanguageEnglish
Title of host publicationAnnual Conference of the North American Fuzzy Information Processing Society - NAFIPS
PublisherInstitute of Electrical and Electronics Engineers Inc.
Volume2015-September
ISBN (Print)9781467372473
DOIs
Publication statusPublished - Sep 29 2015
EventAnnual Meeting of the North American Fuzzy Information Processing Society, NAFIPS 2015 - Redmond, United States
Duration: Aug 17 2015Aug 19 2015

Other

OtherAnnual Meeting of the North American Fuzzy Information Processing Society, NAFIPS 2015
CountryUnited States
CityRedmond
Period8/17/158/19/15

Fingerprint

Centroid
Linear programming
Interval
Coefficient
Fuzzy numbers
Optimization Problem

Keywords

  • Centroid
  • Fuzzy Linear Programming
  • Interval Type-2 Fuzzy Numbers

ASJC Scopus subject areas

  • Computer Science(all)
  • Mathematics(all)

Cite this

Figueroa-Garcia, J. C., & Hernandez-Perez, G. (2015). A centroid-based approach for solving linear programming problems with Interval Type-2 Fuzzy technological coefficients. In Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS (Vol. 2015-September). [7284187] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/NAFIPS-WConSC.2015.7284187

A centroid-based approach for solving linear programming problems with Interval Type-2 Fuzzy technological coefficients. / Figueroa-Garcia, Juan Carlos; Hernandez-Perez, German.

Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS. Vol. 2015-September Institute of Electrical and Electronics Engineers Inc., 2015. 7284187.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Figueroa-Garcia, JC & Hernandez-Perez, G 2015, A centroid-based approach for solving linear programming problems with Interval Type-2 Fuzzy technological coefficients. in Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS. vol. 2015-September, 7284187, Institute of Electrical and Electronics Engineers Inc., Annual Meeting of the North American Fuzzy Information Processing Society, NAFIPS 2015, Redmond, United States, 8/17/15. https://doi.org/10.1109/NAFIPS-WConSC.2015.7284187
Figueroa-Garcia JC, Hernandez-Perez G. A centroid-based approach for solving linear programming problems with Interval Type-2 Fuzzy technological coefficients. In Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS. Vol. 2015-September. Institute of Electrical and Electronics Engineers Inc. 2015. 7284187 https://doi.org/10.1109/NAFIPS-WConSC.2015.7284187
Figueroa-Garcia, Juan Carlos ; Hernandez-Perez, German. / A centroid-based approach for solving linear programming problems with Interval Type-2 Fuzzy technological coefficients. Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS. Vol. 2015-September Institute of Electrical and Electronics Engineers Inc., 2015.
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